DEVELOPMENT... OpenML
Run
4439

Run 4439

Task 2230 (Supervised Data Stream Classification) lung-cancer Uploaded 30-04-2014 by Felicia West
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Flow

moa.LeveragingBag_kNN(1)Moa implementation of LeveragingBag
moa.LeveragingBag_kNN(1)_a0.002
moa.LeveragingBag_kNN(1)_lmoa.classifiers.lazy.kNN
moa.LeveragingBag_kNN(1)_mLeveragingBag
moa.LeveragingBag_kNN(1)_ofalse
moa.LeveragingBag_kNN(1)_r1
moa.LeveragingBag_kNN(1)_s10
moa.LeveragingBag_kNN(1)_w6.0
moa.kNN(1)_k10
moa.kNN(1)_nLinearNN
moa.kNN(1)_w1000

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6932
Per class
Confusion matrix
F measure
0.6478
Per class
Kappa
0.0886
KB relative information score
12.0939
Mean absolute error
0.315
Mean prior absolute error
0.5
Number of instances
32
Per class
Precision
0.6677
Per class
Predictive accuracy
0.7188
Prior entropy
1
Recall
0.7188
Per class
Relative absolute error
0.63
Root mean prior squared error
0.5
Root mean squared error
0.4731
Root relative squared error
0.9463
Run CPU time
0.05